A Clique of Active Appearance Models by Minimum Description Length

2005 ◽  
Author(s):  
G. Langs ◽  
P. Peloschek ◽  
R. Donner ◽  
H. Bischof
Keyword(s):  
Minimum Description Length ◽  
Active Appearance Models ◽  
Appearance Models ◽  
Active Appearance

scholarly journals Fully Automatic Segmentation of Head and Neck Organs using Active Appearance Models

2016 ◽  
Author(s):  
Richard Mannion-Haworth ◽  
Mike Bowes ◽  
Annaliese Ashman ◽  
Gwenael Guillard ◽  
Alan Brett ◽  
...  
Keyword(s):  
Head And Neck ◽  
Minimum Description Length ◽  
Automatic Segmentation ◽  
Training Data ◽  
Grand Challenge ◽  
Active Appearance Models ◽  
Registration Method ◽  
Appearance Models ◽  
Fully Automatic ◽  
Active Appearance

We present a fully automatic model based system for segmenting the mandible, parotid and submandibular glands, brainstem, optic nerves and the optic chiasm in CT images, which won the MICCAI 2015 Head and Neck Auto Segmentation Grand Challenge. The method is based on Active Appearance Models (AAM) built from manually segmented examples via a cancer imaging archive provided by the challenge organisers. High quality anatomical correspondences for the models are generated using a Minimum Description Length (MDL) Groupwise Image Registration method. A multi start optimisation scheme is used to robustly match the model to new images. The model has been cross validated on the training data to a good degree of accuracy, and successfully segmented all the test data.

scholarly journals Active appearance models with occlusion

2006 ◽  
Vol 24 (6) ◽  
pp. 593-604 ◽  
Author(s):  
Ralph Gross ◽  
Iain Matthews ◽  
Simon Baker
Keyword(s):  
Active Appearance Models ◽  
Appearance Models ◽  
Active Appearance

scholarly journals Robust Infants Face Tracking Using Active Appearance Models: A Mixed-State CONDENSATION Approach

2007 ◽  
pp. 13-23
Author(s):  
Luigi Bagnato ◽  
Matteo Sorci ◽  
Gianluca Antonini ◽  
Giuseppe Baruffa ◽  
Andrea Maier ◽  
...  
Keyword(s):  
Mixed State ◽  
Face Tracking ◽  
Active Appearance Models ◽  
Appearance Models ◽  
Active Appearance
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